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rotated_object_detection

  1. Label Rotated Rect On Images: roLabelImg; Video;
  2. Package the tool roLabelImg as exe file in the Win10;
  3. Transform annotations from rolabelImg style to DOTA;
其实ciou+角度分类是我“个人认为”的目前最好的旋转检测方案,我在yolov5上的实验是发现ciou+角度分类方案收敛速度起码要比RIoU Loss系列方案快个30%~50%的感觉,而且精度表现甚至和KLD、R-CIoU差不多,而且更关键的问题是RIoU 系列Loss实际上是比较难调的,我可能部分Loss权重没设置好,网络的精度就会一直上不去。

之所以毕业论文搞RIoU系列,是因为CSL DCL这些都是别人的东西

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